Practice Tools And Technologies Supporting Ethical Ai (16.7)

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9 questions

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4 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is the purpose of SHAP in AI?
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Think about how AI makes decisions.
Question 2.
What does AIF360 stand for?
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It relates to assessing fairness in AI.
3Question 3.
What is the primary purpose of AIF360?
- Explain predictions
- Fairness assessment
- Privacy protection
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Consider how bias could affect AI outcomes.
4Question 4.
True or False: SecureML allows machine learning training on raw user data.
- True
- False
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Focus on the concept of data privacy.
Question 5.
Imagine you are developing a hiring algorithm that unfairly favors certain demographics. How would you approach using AIF360 to mitigate this bias?
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Think about the importance of input data and fairness.
Question 6.
In a scenario where personal data is being used for AI model training, evaluate how Differential Privacy might allow for learning while protecting individuals.
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Consider the balance between analysis and individual privacy.

5 more questions in this section. Enroll free to practise them all.